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Control and Adaptation in Telecommunication Systems: Mathematical Foundations
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eng
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345330471 Buchausg. u.d.T.: ‡Popovskij, Vladimir: Control and adaptation in telecommunication systems
ISBN
978-3-642-20613-9
Name
Popovskij, Vladimir
Barkalov, Alexander
Name ANZEIGE DER KETTE
Barkalov, Alexander
Name
Titarenko, Larysa
T I T E L
Control and Adaptation in Telecommunication Systems
Zusatz zum Titel
Mathematical Foundations
Verlagsort
Berlin, Heidelberg
Verlag
Springer Berlin Heidelberg
Erscheinungsjahr
2011
2011
Umfang
Online-Ressource (XII, 176p. 102 illus, digital)
Reihe
Lecture Notes in Electrical Engineering ; 94
Notiz / Fußnoten
Includes bibliographical references and index
Weiterer Inhalt
Title Page; Contents; Abbreviations; Introduction; General Information about Controlled Systems; Introduction to Telecommunications, Their Models and Situational Control; Methods of Optimal Automatic Control, Rules of System Politics; Organization of Control in Telecommunication Systems; Recommended Literature; Control Technologies in Telecommunication Systems; Introduction into Control Technologies for QoS Providing; Peculiarities of RACS and RASF Approaches ; Control of the Structure of Telecommunication System ; Control of Functional States of TCS ; Basic Network Control Protocols. Recommended LiteratureMathematical Models and Principles of Control in TCS; Procedures for Control Decision Making ; Types of Structures of Controlled Systems; Mathematical Models of Deterministic Control ; Choice of Control Criteria and Finding Solution for Optimal Control; Recommended Literature; Methods for Providing Controllability of TCS; Methods for Providing Observability; Methods of Identifiability; Stability and Invariance of Control System ; Criteria of Efficiency in Control Tasks ; Recommended Literature; Recursive Estimates of States of Network Elements. Peculiarity of Recursive Estimations Formalized Estimation Procedure for Random Process ; Digital Algorithms of Kalman-Busy Filter ; Estimations of State for Multidimensional Systems ; Peculiarities of Estimation of Discrete Variates ; Recommended Literature; Synthesis of Control Algorithms for Telecommunication Systems; Short Introduction into Control Methods; Control of System State; Control of System Observation ; Control of Adaptive Interference Compensators ; Examples of Practical Application of Control Algorithms in AIC; Usage of Obtained Results in Modern TCS; Recommended Literature. Taught Controlled SystemsGeneral Taught Principles for Dynamic Systems ; Classification of Taught Systems ; Adaptive Search Taught Systems; Taught Adaptive Self-organized Algorithms in Controlled Systems ; Constructing Procedures of Self-organizing and Self-repairing; Self-repairing of Controlled Systems; Recommended Literature; Methods of Neural Networks in Control of Telecommunication Systems; Background of Neural Networks ; Relationship of Neural Networks with Tasks of Observation Control ; Classification of Neural Networks and Peculiarities of Their Operation. Solution of Practical Problems Using Neural Networks Recurrent Neural Networks on the Base of Perceptron ; Self-organization and Self-learning of Neural Networks ; Recommended Literature; Methods of Automata Theory in Telecommunication Systems; Short Introduction into Automata Theory; Models of Control Automata; Models of Control Systems Based on Petri Nets; Models of Control Systems Based on E-Nets; Turing Machines; Recommended Literature; Business Process Management and Telecommunications; Telecommunications and Business Processes: Short Introduction. Content of Control Processes for Activity Efficiency and Peculiarities
Titelhinweis
Buchausg. u.d.T.: ‡Popovskij, Vladimir: Control and adaptation in telecommunication systems
ISBN
ISBN 978-3-642-20614-6
Klassifikation
TJK
TEC041000
*93-02
49-02
621.382
TK1-9971
ZN 6010
Kurzbeschreibung
The book is devoted to mathematical foundations providing synthesis and analysis of control and adaptation algorithms targeting modern telecommunication systems (TCS). These algorithms are finding more and more applications in modern telecommunication technologies and they determine the efficiency of TCS. The concept of telecommunication management network is used as a base methodology. The most popular technologies and network management methods are discussed. They include such issues as Common Management Information Protocol, Remote Network Management Protocol Information Base, Simple Network Management Protocol, and Net Flow. The methods of state variables are used as the main mathematic approaches for simulating control tasks. It allows solving the dynamic problems in the recursive style. The decomposition theorem is used for synthesis of control algorithms. Such issues as control algorithms for system observation and system state are discussed in details. The interpretation of applicability for discussed algorithms is given. Some part of the book is devoted to methods of statistic gathering and suppressing of a priori uncertainty. They are reduced to constructing adaptive procedures and algorithms of self-organization and self-repairing for intellectual taught systems. The neural networks, multifunctional automata and Petri nets are discussed as examples. Also, tasks and problems of business processes management are shown in their connection with TCS. Our book targets on students, PhD students and professionals in the area of telecommunications. We hope it will be useful for everybody connected with the new information technologies.
1. Schlagwortkette
Telekommunikationsnetz
Netzwerkverwaltung
Dienstgüte
Kommunikationsprotokoll
Kontrolltheorie
Kontrollfluss
Adaptives System
Lernendes System
Serviceorientierte Architektur
SWB-Titel-Idn
343198088
Signatur
Springer E-Book
Bemerkungen
Elektronischer Volltext - Campuslizenz
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$uhttp://dx.doi.org/10.1007/978-3-642-20614-6
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